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What Motivates Behavior Change? Analyzing User Intentions to Adopt Clean Technologies in Low-Resource Settings Using the Theory of Planned Behavior

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  • Mohammad H. Pakravan

    (School of Mechanical, Industrial, and Manufacturing Engineering, Oregon State University, Corvallis, OR 97331, USA)

  • Nordica MacCarty

    (School of Mechanical, Industrial, and Manufacturing Engineering, Oregon State University, Corvallis, OR 97331, USA)

Abstract

Understanding and integrating the user’s decision-making process into product design and distribution strategies is likely to lead to higher adoption rates and ultimately increased impacts, particularly for those products that require a change in habit or behavior such as clean energy technologies. This study applies the Theory of Planned Behavior (TPB) in design for global development, where understanding the tendency to adopt beneficial technologies based on parsimonious approaches is critical to programmatic impact. To investigate robustness and applicability of behavioral models in a data scarce setting, this study applies TPB to the adoption of biomass cookstoves in a sample size of two remote communities in Honduras and Uganda before and after a trial period. Using multiple ordinal logistic regressions, the intention to adopt the technology was modeled. Results quantify the influence of these factors on households’ intentions to cook their main meals with improved cookstoves. For example, the intention of participants with slightly stronger beliefs regarding the importance of reducing smoke emissions was 3.3 times higher than average to cook more main meals with clean cookstoves. The quantitative method of this study enables technology designers to design and develop clean technologies that better suit user behavior, needs, and priorities. In addition, the data driven approach of this study provides insights for policy makers to design policies such as subsidies, information campaigns, and supply chains that reflect behavioral attributes for culturally tailored clean technology adoption initiatives. Furthermore, this work discusses potential sources of bias and statistical challenges in data-scarce regions, and outlines methods to address them.

Suggested Citation

  • Mohammad H. Pakravan & Nordica MacCarty, 2020. "What Motivates Behavior Change? Analyzing User Intentions to Adopt Clean Technologies in Low-Resource Settings Using the Theory of Planned Behavior," Energies, MDPI, vol. 13(11), pages 1-32, June.
  • Handle: RePEc:gam:jeners:v:13:y:2020:i:11:p:3021-:d:370354
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    References listed on IDEAS

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    1. Bandura, Albert & Cervone, Daniel, 1986. "Differential engagement of self-reactive influences in cognitive motivation," Organizational Behavior and Human Decision Processes, Elsevier, vol. 38(1), pages 92-113, August.
    2. Rema Hanna & Esther Duflo & Michael Greenstone, 2016. "Up in Smoke: The Influence of Household Behavior on the Long-Run Impact of Improved Cooking Stoves," American Economic Journal: Economic Policy, American Economic Association, vol. 8(1), pages 80-114, February.
    3. Ajzen, Icek, 1991. "The theory of planned behavior," Organizational Behavior and Human Decision Processes, Elsevier, vol. 50(2), pages 179-211, December.
    4. Alam, Syed Shah & Nik Hashim, Nik Hazrul & Rashid, Mamunur & Omar, Nor Asiah & Ahsan, Nilufar & Ismail, Md Daud, 2014. "Small-scale households renewable energy usage intention: Theoretical development and empirical settings," Renewable Energy, Elsevier, vol. 68(C), pages 255-263.
    5. Ben Jann & J. Scott Long, 2010. "Tabulating SPost results using estout and esttab," Stata Journal, StataCorp LP, vol. 10(1), pages 46-60, March.
    6. Kowsari, Reza & Zerriffi, Hisham, 2011. "Three dimensional energy profile:," Energy Policy, Elsevier, vol. 39(12), pages 7505-7517.
    7. Botetzagias, Iosif & Dima, Andora-Fani & Malesios, Chrisovaladis, 2015. "Extending the Theory of Planned Behavior in the context of recycling: The role of moral norms and of demographic predictors," Resources, Conservation & Recycling, Elsevier, vol. 95(C), pages 58-67.
    8. MacCarty, Nordica A. & Bryden, Kenneth Mark, 2017. "Costs and impacts of potential energy strategies for rural households in developing communities," Energy, Elsevier, vol. 138(C), pages 1157-1174.
    9. Steven D. Levitt & John A. List, 2011. "Was There Really a Hawthorne Effect at the Hawthorne Plant? An Analysis of the Original Illumination Experiments," American Economic Journal: Applied Economics, American Economic Association, vol. 3(1), pages 224-238, January.
    10. Jeuland, M.A. & Bhojvaid, V. & Kar, A. & Lewis, J.J. & Patange, O. & Pattanayak, S.K. & Ramanathan, N. & Rehman, I.H. & Tan Soo, J.S. & Ramanathan, V., 2015. "Preferences for improved cook stoves: Evidence from rural villages in north India," Energy Economics, Elsevier, vol. 52(PB), pages 287-298.
    11. Johnson, Nathan G. & Bryden, Kenneth M., 2012. "Factors affecting fuelwood consumption in household cookstoves in an isolated rural West African village," Energy, Elsevier, vol. 46(1), pages 310-321.
    12. Robert Bailis & Rudi Drigo & Adrian Ghilardi & Omar Masera, 2015. "The carbon footprint of traditional woodfuels," Nature Climate Change, Nature, vol. 5(3), pages 266-272, March.
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    Cited by:

    1. Noelle Greenwood & Peter Warren, 2022. "The role of climate finance beyond renewables: Behavioural insights," Journal of International Development, John Wiley & Sons, Ltd., vol. 34(8), pages 1570-1586, November.

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